On selecting pre-processing techniques for fault classification using neural networks : a pilot study
(2002)
Journal Article
Li, Y., & Pont, M. (2002). On selecting pre-processing techniques for fault classification using neural networks : a pilot study. International Journal of Knowledge-Based and Intelligent Engineering Systems, 6(2), 80-87
This paper introduces a measure for selecting an appropriate pre-processing strategy for use in neural network-based condition monitoring and fault diagnosis (CMFD) applications. The proposed selection measure is derived from a non-parametric separab... Read More about On selecting pre-processing techniques for fault classification using neural networks : a pilot study.